نتایج جستجو برای: failure prediction methods
تعداد نتایج: 2359115 فیلتر نتایج به سال:
One of the most important aspects of photovoltaic modules is reliability for future uses, that is, a certain module will last certain number of years in use (generally 30 or 35 years). Reliability yields from excellent qualification tests on photovoltaic (PV) modules. Testing for reliability identifies unknown failure mechanisms and whether modules are susceptible to known failure mechanisms. T...
Various engineering systems such as naval and aerial vehicles, offshore structures, mechanical components of motorized systems, are exposed to fatigue failures due stochastic loadings. Methods for early failure prediction essential engineering, military, civil applications. In addition the time (TtF), uncertainty quantification (UQ) is major importance real-time decision-making purposes. Usuall...
Despite years of study on failure prediction, it remains an open problem, especially in large-scale systems composed of vast amount of components. In this paper, we present a dynamic meta-learning framework for failure prediction. It intends to not only provide reasonable prediction accuracy, but also be of practical use in realistic environments. Two key techniques are developed to address tec...
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